Introduction

Lasagne is a lightweight library to build and train neural networks in Theano. Its main features are:

• Supports feed-forward networks such as Convolutional Neural Networks (CNNs), recurrent networks including Long Short-Term Memory (LSTM), and any combination thereof
• Allows architectures of multiple inputs and multiple outputs, including auxiliary classifiers
• Many optimization methods including Nesterov momentum, RMSprop and ADAM
• Freely definable cost function and no need to derive gradients due to Theano's symbolic differentiation
• Transparent support of CPUs and GPUs due to Theano's expression compiler

For more information, visit the Lasagne page at GitHub.

Programming language: Python

Brief description: A lightweight library.

Open source license: custom open source license